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black-box-attacks

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airbnb /artificial-adversary

🗣️ Tool to generate adversarial text examples and test machine learning models against them

python spam data-science machine-learning text-mining data-mining text-classification metrics text text-analysis python3 classification text-processing python2 spam-filtering spam-detection spam-classification adversarial-examples black-box-attacks black-box-benchmarking

UpdatedJan 7, 2022
Python

square-attack

max-andr /square-attack

Square Attack: a query-efficient black-box adversarial attack via random search [ECCV 2020]

random-search robustness adversarial-attacks black-box-attacks zeroth-order-optimization adversarial-robustness

UpdatedJul 2, 2020
Python

kenny-co /procedural-advml

Task-agnostic universal black-box attacks on computer vision neural network via procedural noise (CCS'19)

keras noise papers perlin-noise deep-convolutional-networks adversarial-machine-learning adversarial-examples universal-adversarial-perturbations adversarial-attacks black-box-attacks procedural-noise-functions gabor-noise procedural-noise

UpdatedDec 21, 2020
Jupyter Notebook

hmdolatabadi /AdvFlow

[NeurIPS2020] The official repository of "AdvFlow: Inconspicuous Black-box Adversarial Attacks using Normalizing Flows".

normalizing-flows adversarial-machine-learning black-box-attacks neurips-2020

UpdatedOct 3, 2023
Python

fra31 /sparse-rs

Sparse-RS: a versatile framework for query-efficient sparse black-box adversarial attacks

random-search l0 adversarial-attacks black-box-attacks sparse-attacks adversarial-patches adversarial-frames

UpdatedFeb 24, 2022
Python

fra31 /sparse-imperceivable-attacks

Sparse and Imperceivable Adversarial Attacks (accepted to ICCV 2019).

adversarial-attacks black-box-attacks l0-attacks white-box-attacks

UpdatedNov 8, 2020
Python

TrustworthyDL /LeBA

[NeurIPS'20] Learning Black-Box Attackers with Transferable Priors and Query Feedback

black-box attack simba black-box-attacks adversarial-attack leba

UpdatedMar 8, 2021
Python

HangJie720 /Ensemble_Adversarial_Attack

Ensemble Adversarial Black-Box Attacks against Deep Learning Systems Trained by MNIST, USPS and GTSRB Datasets

deep-learning ensemble-learning diversity-measurement black-box-attacks adversarial-training transferability

UpdatedDec 16, 2019
Python

ricvolpi /domain-shift-robustness

Code for the paper "Addressing Model Vulnerability to Distributional Shifts over Image Transformation Sets", ICCV 2019

combinatorial-search adversarial-attacks black-box-attacks evolution-algorithm adversarial-training domain-generalization

UpdatedMar 17, 2020
Python

Jack-lx-jiang /VBAD

Black-box Adversarial Attacks on Video Recognition Models. (VBAD)

adversarial-machine-learning adversarial-examples adversarial-attacks black-box-attacks

UpdatedOct 28, 2019
Python

qroa /QROA

QROA: A Black-Box Query-Response Optimization Attack on LLMs

reinforcement-learning jailbreak q-learning black-box-optimization ai-safety adversarial-attacks black-box-attacks large-language-models llm prompt-injection

UpdatedFeb 22, 2025
Python

qwqoro /ML-Talk

📄 [Talk] OFFZONE 2022 / ODS Data Halloween 2022: Black-box attacks on ML models + with use of open-source tools

conference talk model-extraction fast-track conference-talk model-inversion black-box-model adversarial-examples adversarial-attacks talk-slides black-box-attacks model-inversion-attacks attack-model model-attack talk-notes evasion-attack evasion-attacks talk-materials model-inversion-attack

UpdatedMay 23, 2023
Jupyter Notebook

fiveai /GFCS

Code for the ICLR 2022 paper "Attacking deep networks with surrogate-based adversarial black-box methods is easy"

machine-learning deep-learning adversarial-attacks black-box-attacks

UpdatedSep 20, 2023
Python

wuhanstudio /blackbox-adversarial-toolbox

Distributed Black-Box Attacks against Image Classification.

ai attack black-box-attacks

UpdatedFeb 24, 2024
Python

wuhanstudio /DeepAPI

Deep Learning Cloud Service for Black-Box Adversarial Attacks

deep-learning image-classification adversarial-attacks black-box-attacks

UpdatedFeb 24, 2024
Python

wi-pi /rethinking-image-scaling-attacks

[ICML 2022] Rethinking Image-Scaling Attacks: The Interplay Between Vulnerabilities in Machine Learning Systems

machine-learning preprocessing adversarial-examples adversarial-attacks black-box-attacks machine-learning-systems preprocessors decision-based-attacks preprocessing-defenses

UpdatedOct 17, 2022
Python

wuhanstudio /adversarial-classification

Distributed Black-Box attacks against Image Classification.

image-classification adversarial-attacks black-box-attacks

UpdatedFeb 24, 2024
Jupyter Notebook

AngusG /tflite-android-black-box-attacks

android adversarial-example adversarial-attacks tensorflow-lite black-box-attacks

UpdatedApr 10, 2018
Java

iamgroot42 /blackboxsok

Code for 'SoK: Pitfalls in Evaluating Black-Box Attacks' , SaTML 2024.

adversarial-machine-learning black-box-attacks

UpdatedApr 29, 2024
Jupyter Notebook

quqixun /AdversarialAttack

Attack models that are pretrained on ImageNet. (1) Attack single model or multiple models. (2) Apply white-box attacks or black-box attacks. (3) Apply non-targeted attacks or targeted attacks.

imagenet adversarial-attacks black-box-attacks white-box-attacks targeted-adversarial-attacks non-targeted-adversarial-attacks

UpdatedFeb 13, 2020
Python

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